2025-06-27 21:48:12.139839
2025-06-27 21:48:15,102 - ERROR - Error fetching S&P 500 stocks from datahub.io: 'Name'
Processing 100 crypto instruments...
2025-06-27 21:48:21,943 - ERROR - TAO-USD: Period 'max' is invalid, must be of the format 1d, 5d, etc. 2025-06-27 21:48:33,002 - ERROR - $CLBTC-USD: possibly delisted; no timezone found 2025-06-27 21:48:38,249 - ERROR - $SUPEROETH-USD: possibly delisted; no timezone found
✓ 95 updated, 5 failed Processing 29 futures instruments... ✓ 29 updated, 0 failed Processing 62 stock instruments... ✓ 62 updated, 0 failed Processing 8 currency instruments... ✓ 8 updated, 0 failed Processing 22 indices instruments...
2025-06-27 21:49:06,023 - ERROR - $IMOEX.ME: possibly delisted; no price data found (1d 2024-06-15 -> 2025-06-27)
✓ 21 updated, 1 failed ================================================================================ MASTER FINANCIAL DATA UPDATE COMPLETE ================================================================================ File location: C:\Users\Chris\BTC_price_history\Master file\master_financial_data.csv Total records: 1,224,627 Successful downloads: 215 Failed downloads: 6 Date range: 1927-12-30 to 2025-06-27 Summary by Asset Type: -------------------------------------------------- Crypto: 103 instruments, 2014-09-17 to 2025-06-26 Futures: 29 instruments, 1997-10-29 to 2025-06-26 Stock: 62 instruments, 1962-01-02 to 2025-06-26 Currency: 8 instruments, 1971-01-04 to 2025-06-27 Indices: 22 instruments, 1927-12-30 to 2025-06-26 Sample Latest Prices: ------------------------------ Crypto: BTC-USD: $106960.00 ETH-USD: $2416.15 SOL-USD: $139.06 Futures: ES=F: $6195.00 GC=F: $3333.50 CL=F: $65.24 Stock: AAPL: $201.00 MSFT: $497.45 TSLA: $325.78 Currency: EURUSD=X: 1.1692 USDJPY=X: 144.6940 DX-Y.NYB: 97.1500 Indices: ^GSPC: $6141.02 ^DJI: $43386.84 ^IXIC: $20167.91 ================================================================================ Master data loaded successfully with 1,224,627 records You can now use this data for your analysis! Data is available as 'df' variable for your existing functions.
Enhanced Multi-Asset Analysis with Traditional Round Half Up Forward Returns ================================================================================ 🔮 FORWARD RETURNS FEATURES: • Traditional round half up (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) • Optional round-to-half precision (5.25% → 5.5%, 5.1% → 5.0%) • Optional round-to-quarter precision (5.13% → 5.25%, 5.37% → 5.25%) • Cycle year filtering (4-year market cycles) • Seasonal analysis (quarter filtering) • Custom analysis function: run_custom_forward_analysis() • Clear confidence levels and insights • 🆕 Historical pattern matching indicators on charts (90-day ROC) • 💱 Currency pairs support (EURUSD, USDJPY, DXY, etc.) • 📊 Indices support (S&P 500, FTSE, DAX, Nikkei, etc.) ================================================================================ Found master dataset with 1,224,627 rows and 224 symbols Starting automatic analysis with round-to-nearest forward returns... 📊 Will display ALL available charts per section per asset class (up to 15) 💡 Sections: Best Trends | Undervalued Opportunities | Overvalued Warnings 📈 Chart type: Linear Regression on Log Scale 🔮 FORWARD RETURNS: Traditional round half up ROC matching 🎯 NEW: Green vertical lines show historical 90-day ROC matches in chart period 💱 NEW: Currency pairs support with proper formatting 📊 NEW: Global indices support (S&P 500, FTSE, DAX, Nikkei, etc.) ================================================================================ 🔬 COMPREHENSIVE MULTI-ASSET REGRESSION ANALYSIS WITH FORWARD RETURNS ================================================================================ Analyzing trend quality, growth rates, valuation, and predictive analytics... Analyzing instruments by asset type... crypto: 103 instruments currency: 8 instruments futures: 29 instruments indices: 22 instruments stock: 62 instruments Processing 103 crypto instruments... Progress: 25/103 crypto instruments processed Progress: 50/103 crypto instruments processed Progress: 75/103 crypto instruments processed Progress: 100/103 crypto instruments processed Processing 29 futures instruments... Progress: 25/29 futures instruments processed Processing 62 stock instruments... Progress: 25/62 stock instruments processed Progress: 50/62 stock instruments processed Processing 8 currency instruments... Processing 22 indices instruments... Analysis complete: 218/224 instruments analyzed successfully ======================================================================================================================== 🔥 TOP 15 CRYPTO INSTRUMENTS - BEST TREND ANALYSIS ======================================================================================================================== Rank Symbol R² Window Growth% Price Valuation Deviation% ------------------------------------------------------------------------------------------------------------------------ 1 FTN-USD 0.989139 750 d 135.4% $4.43 🟢 UNDER -12.1% 2 PAXG-USD 0.949822 750 d 35.2% $3.3K 🟡 FAIR 2.6% 3 XAUT-USD 0.948227 750 d 34.1% $3.3K 🟡 FAIR 2.7% 4 TRX-USD 0.948061 1000d 87.8% $0.270979 🟡 FAIR -0.8% 5 XCN-USD 0.945240 1000d 108.5% $0.001039 🟢 UNDER -17.6% 6 APT-USD 0.940897 500 d -83.9% $0.000131 🔴 OVER 41.0% 7 BTC-USD 0.935890 1000d 103.3% $107.0K 🟢 UNDER -10.9% 8 WBT-USD 0.932411 750 d 201.8% $47.56 🔴 OVER 34.4% 9 TBTC-USD 0.932135 1000d 103.4% $102.8K 🟢 UNDER -12.8% 10 WAL-USD 0.927294 1000d -95.6% $0.000088 🔴 OVER 223.3% 11 SYRUP-USD 0.926924 90 d 236311.9% $0.593287 🟡 FAIR -5.5% 12 POL-USD 0.910925 500 d -64.0% $0.008241 🟡 FAIR 6.3% 13 GT-USD 0.891898 750 d 167.1% $15.94 🟢 UNDER -29.0% 14 LEO-USD 0.890174 750 d 74.3% $9.02 🟢 UNDER -12.2% 15 BGB-USD 0.889722 1000d 247.0% $4.66 🟡 FAIR -1.8% 📊 DISPLAYING ALL 15 CRYPTO TREND LEADER CHARTS: -------------------------------------------------------------------------------- Chart 1: FTN-USD (R² = 0.9891)
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $4.43 ($4.54,+2% - $5.60,+26%) +30d (1m): $5.41,+22.1% ($4.87,+10% - $6.01,+36%) +60d (2m): $5.80,+31.0% ($5.22,+18% - $6.44,+45%) +90d (3m): $6.23,+40.5% ($5.61,+27% - $6.91,+56%) +180d (6m): $7.69,+73.5% ($6.92,+56% - $8.54,+93%) +365d (1y): $11.86,+167.8% ($10.68,+141% - $13.18,+198%) +EOY (187d): $7.82,+76.4% ($7.04,+59% - $8.68,+96%) End-of-year outlook: 📈 Bullish Trend (+76.4%) Confidence: 98.9% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 27 periods in chart (90d ROC≈10%) 📅 Days until EOY 2025: 187 days | EOY Target: $7.82 (+76.4%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== FTN - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -0.15% Rounded target for matching: 0% Similar historical periods found: 49 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 49 73.5% 3.80% 3.31% 4.18% 2.11% 4.51% -8.52% 11.03% 14 days 49 87.8% 5.93% 4.76% 4.80% 3.39% 6.14% -9.22% 12.02% 30 days 49 93.9% 9.30% 10.24% 6.67% 8.32% 12.16% -1.55% 26.17% 90 days 48 100.0% 29.73% 27.73% 11.17% 24.49% 30.98% 3.48% 48.76% 180 days 48 100.0% 62.55% 62.58% 7.92% 60.28% 64.88% 42.16% 82.46% 365 days 32 100.0% 152.27% 145.26% 17.57% 138.92% 151.59% 105.03% 168.45% ======================================================================================================================== FTN - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 10.27% Rounded target for matching: 10% Similar historical periods found: 27 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 27 92.6% 1.35% 1.80% 2.51% 0.80% 2.79% -6.46% 7.38% 14 days 27 96.3% 2.37% 3.53% 2.71% 2.46% 4.60% -1.47% 9.84% 30 days 27 96.3% 4.08% 7.68% 6.57% 5.09% 10.28% -1.26% 24.09% 90 days 10 100.0% 38.23% 40.12% 6.92% 35.17% 45.07% 29.63% 50.28% 180 days 10 100.0% 60.90% 62.76% 5.55% 58.79% 66.73% 56.73% 76.41% 365 days 3 100.0% 159.54% 159.21% 0.53% 157.90% 160.52% 158.47% 159.63% ======================================================================================================================== Chart 2: PAXG-USD (R² = 0.9498)
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $3.3K ($3.0K,-10% - $3.5K,+6%) +30d (1m): $3.3K,-0.1% ($3.1K,-8% - $3.6K,+8%) +60d (2m): $3.4K,+2.4% ($3.1K,-6% - $3.7K,+11%) +90d (3m): $3.5K,+5.0% ($3.2K,-3% - $3.8K,+14%) +180d (6m): $3.8K,+13.1% ($3.5K,+4% - $4.1K,+23%) +365d (1y): $4.4K,+31.8% ($4.1K,+21% - $4.8K,+43%) +EOY (187d): $3.8K,+13.7% ($3.5K,+5% - $4.1K,+23%) End-of-year outlook: 📈 Bullish Trend (+13.7%) Confidence: 95.0% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 30 periods in chart (90d ROC≈8%) 📅 Days until EOY 2025: 187 days | EOY Target: $3.8K (+13.7%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== PAXG - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 0.34% Rounded target for matching: 0% Similar historical periods found: 197 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 197 50.3% 0.00% 0.01% 2.01% -0.28% 0.29% -5.31% 5.75% 14 days 197 47.7% -0.20% 0.27% 2.82% -0.12% 0.67% -5.98% 7.65% 30 days 197 50.3% 0.04% 0.59% 4.15% 0.00% 1.17% -8.11% 11.77% 90 days 193 67.4% 4.27% 4.55% 7.63% 3.47% 5.63% -9.66% 20.45% 180 days 188 69.1% 6.72% 7.88% 11.58% 6.21% 9.55% -16.17% 32.67% 365 days 177 71.2% 14.11% 15.89% 18.44% 13.16% 18.63% -10.07% 48.60% ======================================================================================================================== PAXG - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 7.87% Rounded target for matching: 8% Similar historical periods found: 100 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 100 56.0% 0.20% 0.44% 2.38% -0.04% 0.91% -5.79% 6.98% 14 days 100 51.0% 0.17% 0.81% 3.06% 0.20% 1.42% -5.74% 10.69% 30 days 100 72.0% 1.92% 1.80% 4.02% 1.00% 2.60% -8.32% 16.56% 90 days 99 67.7% 7.06% 5.15% 8.30% 3.49% 6.80% -13.88% 20.12% 180 days 89 64.0% 7.05% 5.33% 12.15% 2.77% 7.89% -16.30% 32.67% 365 days 81 87.7% 9.63% 11.52% 13.40% 8.56% 14.48% -7.29% 50.85% ======================================================================================================================== Chart 3: XAUT-USD (R² = 0.9482)
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $3.3K ($3.0K,-10% - $3.5K,+5%) +30d (1m): $3.3K,-0.3% ($3.1K,-8% - $3.6K,+8%) +60d (2m): $3.4K,+2.1% ($3.1K,-6% - $3.7K,+11%) +90d (3m): $3.5K,+4.6% ($3.2K,-3% - $3.8K,+13%) +180d (6m): $3.7K,+12.5% ($3.4K,+4% - $4.0K,+22%) +365d (1y): $4.3K,+30.5% ($4.0K,+20% - $4.7K,+41%) +EOY (187d): $3.8K,+13.1% ($3.5K,+4% - $4.1K,+23%) End-of-year outlook: 📈 Bullish Trend (+13.1%) Confidence: 94.8% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 34 periods in chart (90d ROC≈7%) 📅 Days until EOY 2025: 187 days | EOY Target: $3.8K (+13.1%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== XAUT - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 0.34% Rounded target for matching: 0% Similar historical periods found: 173 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 173 48.6% -0.04% -0.07% 1.72% -0.33% 0.19% -5.32% 5.67% 14 days 173 49.7% -0.04% 0.27% 2.68% -0.13% 0.68% -6.74% 6.90% 30 days 173 49.7% -0.08% 0.82% 4.10% 0.20% 1.43% -7.76% 10.06% 90 days 169 67.5% 4.95% 4.76% 7.73% 3.59% 5.94% -11.28% 21.61% 180 days 163 73.6% 6.86% 7.29% 10.29% 5.70% 8.88% -16.08% 30.67% 365 days 153 69.9% 13.46% 15.92% 18.32% 13.00% 18.85% -10.15% 46.32% ======================================================================================================================== XAUT - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 6.95% Rounded target for matching: 7% Similar historical periods found: 88 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 88 65.9% 0.49% 0.47% 1.73% 0.11% 0.84% -5.17% 5.30% 14 days 88 59.1% 0.63% 0.91% 2.55% 0.37% 1.45% -5.90% 7.98% 30 days 88 60.2% 1.77% 2.55% 4.58% 1.58% 3.52% -6.26% 12.69% 90 days 88 68.2% 5.15% 3.78% 6.53% 2.40% 5.17% -10.40% 18.02% 180 days 83 66.3% 4.74% 3.92% 10.37% 1.65% 6.18% -13.83% 22.21% 365 days 77 79.2% 12.90% 15.01% 17.22% 11.10% 18.91% -8.63% 49.22% ======================================================================================================================== Chart 4: TRX-USD (R² = 0.9481)
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: $0.270979 ($0.217184,-20% - $0.343561,+27%) +30d (1m): $0.287676,+6.2% ($0.228717,-16% - $0.361834,+34%) +60d (2m): $0.302964,+11.8% ($0.240861,-11% - $0.381081,+41%) +90d (3m): $0.319065,+17.7% ($0.253649,-6% - $0.401352,+48%) +180d (6m): $0.372686,+37.5% ($0.296230,+9% - $0.468875,+73%) +365d (1y): $0.512882,+89.3% ($0.407506,+50% - $0.645507,+138%) +EOY (187d): $0.377216,+39.2% ($0.299827,+11% - $0.474580,+75%) End-of-year outlook: 📈 Bullish Trend (+39.2%) Confidence: 94.8% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 18 periods in chart (90d ROC≈17%) 📅 Days until EOY 2025: 187 days | EOY Target: $0.377216 (+39.2%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== TRX - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -2.46% Rounded target for matching: -2% Similar historical periods found: 52 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 52 53.8% 0.32% 0.35% 6.87% -1.56% 2.26% -21.92% 15.87% 14 days 52 69.2% 3.35% 3.82% 9.84% 1.08% 6.56% -25.16% 31.85% 30 days 52 73.1% 5.09% 8.66% 21.44% 2.69% 14.62% -42.12% 99.82% 90 days 50 70.0% 16.38% 30.57% 82.18% 7.21% 53.92% -70.47% 437.56% 180 days 48 77.1% 25.82% 52.61% 93.90% 25.34% 79.88% -81.03% 378.75% 365 days 43 76.7% 78.25% 91.48% 114.06% 56.38% 126.59% -57.53% 376.42% ======================================================================================================================== TRX - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 16.64% Rounded target for matching: 17% Similar historical periods found: 37 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 37 56.8% 0.10% -0.64% 8.72% -3.55% 2.27% -24.73% 16.81% 14 days 37 64.9% 4.52% 3.60% 12.75% -0.65% 7.85% -24.79% 48.15% 30 days 37 67.6% 3.14% 13.23% 28.75% 3.64% 22.82% -37.98% 98.65% 90 days 36 77.8% 17.88% 38.16% 91.02% 7.36% 68.96% -47.13% 422.33% 180 days 36 63.9% 33.54% 25.22% 55.52% 6.44% 44.01% -50.82% 183.49% 365 days 33 63.6% 67.48% 54.11% 85.62% 23.75% 84.47% -57.53% 239.79% ======================================================================================================================== Chart 5: XCN-USD (R² = 0.9452)
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: $0.001039 ($0.000958,-8% - $0.001661,+60%) +30d (1m): $0.001340,+28.9% ($0.001018,-2% - $0.001765,+70%) +60d (2m): $0.001424,+37.0% ($0.001081,+4% - $0.001875,+80%) +90d (3m): $0.001512,+45.5% ($0.001148,+10% - $0.001991,+92%) +180d (6m): $0.001813,+74.4% ($0.001376,+32% - $0.002388,+130%) +365d (1y): $0.002631,+153.1% ($0.001997,+92% - $0.003467,+234%) +EOY (187d): $0.001839,+76.9% ($0.001396,+34% - $0.002422,+133%) End-of-year outlook: 📈 Bullish Trend (+76.9%) Confidence: 94.5% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 63 periods in chart (90d ROC≈0%) 📅 Days until EOY 2025: 187 days | EOY Target: $0.001839 (+76.9%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== XCN - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 0.04% Rounded target for matching: 0% Similar historical periods found: 216 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 216 17.6% 0.00% 0.68% 6.96% -0.25% 1.62% -32.35% 22.22% 14 days 216 24.5% 0.00% 1.74% 11.81% 0.15% 3.32% -73.94% 50.00% 30 days 216 38.0% 0.00% 4.82% 14.92% 2.82% 6.82% -75.82% 88.08% 90 days 156 63.5% 21.29% 25.62% 43.95% 18.66% 32.57% -80.52% 261.06% 180 days 115 87.0% 66.67% 141.97% 153.34% 113.65% 170.30% -83.56% 458.41% 365 days 109 85.3% 297.26% 283.68% 229.84% 240.04% 327.32% -88.79% 715.38% ======================================================================================================================== XCN - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 0.04% Rounded target for matching: 0% Similar historical periods found: 78 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 78 16.7% 0.00% -0.19% 4.06% -1.11% 0.72% -11.43% 19.92% 14 days 78 23.1% 0.00% -1.04% 6.61% -2.53% 0.45% -26.65% 19.92% 30 days 78 24.4% 0.00% -1.18% 11.60% -3.79% 1.44% -33.26% 43.40% 90 days 37 59.5% 15.31% 7.29% 37.75% -5.30% 19.87% -58.71% 70.66% 180 days 37 75.7% 53.14% 45.41% 72.12% 21.36% 69.45% -76.47% 174.81% 365 days 32 71.9% 110.23% 111.29% 150.19% 57.14% 165.44% -71.94% 655.13% ======================================================================================================================== Chart 6: APT-USD (R² = 0.9409)
📊 PRICE PROJECTIONS (Linear Regression - 500 days): Current: $0.000131 ($0.000065,-50% - $0.000133,+1%) +30d (1m): $0.000080,-38.9% ($0.000056,-57% - $0.000114,-13%) +60d (2m): $0.000069,-47.5% ($0.000048,-63% - $0.000098,-25%) +90d (3m): $0.000059,-54.8% ($0.000041,-68% - $0.000085,-35%) +180d (6m): $0.000038,-71.2% ($0.000026,-80% - $0.000054,-59%) +365d (1y): $0.000015,-88.6% ($0.000010,-92% - $0.000022,-84%) +EOY (187d): $0.000037,-72.2% ($0.000025,-81% - $0.000052,-60%) End-of-year outlook: 📉 Bearish Trend (-72.2%) Confidence: 94.1% | Valuation: OVERVALUED 🎯 Historical pattern matches: 6 periods in chart (90d ROC≈-6%) 📅 Days until EOY 2025: 187 days | EOY Target: $0.000037 (-72.2%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== APT - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -2.88% Rounded target for matching: -3% Similar historical periods found: 43 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 43 11.6% -1.47% -3.01% 20.50% -9.32% 3.30% -51.79% 103.03% 14 days 43 4.7% -2.90% -14.26% 18.75% -20.03% -8.49% -55.36% 2.24% 30 days 43 20.9% -3.52% -11.85% 25.46% -19.68% -4.01% -50.77% 39.42% 90 days 33 6.1% -46.56% 14.60% 232.91% -67.99% 97.19% -81.25% 1273.38% 180 days 19 10.5% -69.52% -15.10% 170.22% -97.14% 66.95% -91.98% 548.39% 365 days 14 14.3% -81.97% -51.38% 82.12% -98.79% -3.96% -98.04% 144.52% ======================================================================================================================== APT - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -6.35% Rounded target for matching: -6% Similar historical periods found: 13 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 13 53.8% 0.51% -1.87% 22.59% -15.52% 11.78% -66.34% 42.54% 14 days 13 7.7% -3.21% -11.75% 20.16% -23.93% 0.44% -78.25% 2.24% 30 days 13 7.7% -3.65% -7.91% 33.11% -27.92% 12.10% -80.44% 82.05% 90 days 7 42.9% -83.72% 613.16% 898.48% -217.80% 1444.12% -86.31% 2384.83% 180 days 7 57.1% 119.13% 151.70% 225.55% -56.90% 360.29% -85.77% 475.00% 365 days 7 42.9% -22.19% 35.69% 81.96% -40.11% 111.49% -40.99% 152.56% ======================================================================================================================== Chart 7: BTC-USD (R² = 0.9359)
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: $107.0K ($90.0K,-16% - $160.3K,+50%) +30d (1m): $127.3K,+19.0% ($95.4K,-11% - $169.9K,+59%) +60d (2m): $134.9K,+26.2% ($101.1K,-5% - $180.1K,+68%) +90d (3m): $143.0K,+33.7% ($107.2K,+0% - $191.0K,+79%) +180d (6m): $170.4K,+59.3% ($127.6K,+19% - $227.5K,+113%) +365d (1y): $244.1K,+128.3% ($182.7K,+71% - $326.2K,+205%) +EOY (187d): $172.7K,+61.5% ($129.4K,+21% - $230.6K,+116%) End-of-year outlook: 📈 Bullish Trend (+61.5%) Confidence: 93.6% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 9 periods in chart (90d ROC≈27%) 📅 Days until EOY 2025: 187 days | EOY Target: $172.7K (+61.5%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== BTC - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -1.87% Rounded target for matching: -2% Similar historical periods found: 86 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 86 51.2% 0.42% 0.81% 8.77% -1.07% 2.69% -32.94% 23.72% 14 days 86 59.3% 1.67% 1.55% 12.84% -1.20% 4.30% -31.10% 34.34% 30 days 86 52.3% 0.90% 1.91% 22.91% -3.00% 6.83% -60.32% 55.33% 90 days 84 50.0% -0.13% 9.70% 55.65% -2.38% 21.77% -62.14% 355.12% 180 days 79 63.3% 26.72% 39.03% 83.94% 20.23% 57.84% -62.12% 339.80% 365 days 70 75.7% 69.12% 101.99% 160.03% 63.83% 140.15% -76.74% 1117.48% ======================================================================================================================== BTC - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 26.80% Rounded target for matching: 27% Similar historical periods found: 28 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 28 57.1% 0.76% 2.06% 6.90% -0.61% 4.74% -9.87% 17.07% 14 days 28 71.4% 3.46% 6.21% 12.31% 1.44% 10.99% -13.72% 30.70% 30 days 28 67.9% 14.66% 12.91% 17.98% 5.93% 19.88% -20.85% 46.39% 90 days 28 78.6% 19.31% 23.01% 33.51% 10.01% 36.00% -20.77% 157.15% 180 days 27 81.5% 37.04% 87.84% 107.87% 45.17% 130.51% -24.28% 327.85% 365 days 26 84.6% 116.51% 335.96% 516.57% 127.31% 544.60% -61.97% 2100.35% ======================================================================================================================== Chart 8: WBT-USD (R² = 0.9324)
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $47.56 ($25.01,-47% - $50.09,+5%) +30d (1m): $38.76,-18.5% ($27.38,-42% - $54.85,+15%) +60d (2m): $42.44,-10.8% ($29.98,-37% - $60.08,+26%) +90d (3m): $46.47,-2.3% ($32.83,-31% - $65.80,+38%) +180d (6m): $61.03,+28.3% ($43.09,-9% - $86.43,+82%) +365d (1y): $106.83,+124.6% ($75.34,+58% - $151.48,+219%) +EOY (187d): $62.33,+31.1% ($44.01,-7% - $88.29,+86%) End-of-year outlook: 📈 Bullish Trend (+31.1%) Confidence: 93.2% | Valuation: OVERVALUED 🎯 Historical pattern matches: 1 periods in chart (90d ROC≈64%) 📅 Days until EOY 2025: 187 days | EOY Target: $62.33 (+31.1%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ⚠️ Insufficient historical data for forward returns analysis 💡 Need more historical data or try different ROC windows ======================================================================================================================== Chart 9: TBTC-USD (R² = 0.9321)
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: $102.8K ($87.5K,-15% - $158.7K,+54%) +30d (1m): $124.9K,+21.5% ($92.7K,-10% - $168.3K,+64%) +60d (2m): $132.4K,+28.8% ($98.3K,-4% - $178.4K,+74%) +90d (3m): $140.4K,+36.6% ($104.2K,+1% - $189.1K,+84%) +180d (6m): $167.2K,+62.7% ($124.1K,+21% - $225.4K,+119%) +365d (1y): $239.7K,+133.2% ($177.8K,+73% - $323.2K,+214%) +EOY (187d): $169.5K,+65.0% ($125.8K,+22% - $228.5K,+122%) End-of-year outlook: 📈 Bullish Trend (+65.0%) Confidence: 93.2% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 6 periods in chart (90d ROC≈25%) 📅 Days until EOY 2025: 187 days | EOY Target: $169.5K (+65.0%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== TBTC - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -6.28% Rounded target for matching: -6% Similar historical periods found: 45 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 45 48.9% -0.40% 0.09% 8.92% -2.59% 2.77% -22.29% 25.59% 14 days 45 42.2% -0.86% 0.59% 13.70% -3.53% 4.70% -32.23% 47.18% 30 days 45 40.0% -6.03% -3.92% 15.89% -8.69% 0.85% -33.95% 42.36% 90 days 44 45.5% -0.71% 1.43% 28.72% -7.30% 10.16% -45.62% 65.68% 180 days 38 73.7% 23.14% 18.96% 47.78% 3.25% 34.66% -56.67% 178.08% 365 days 33 63.6% 31.81% 45.42% 82.94% 16.02% 74.83% -72.83% 209.72% ======================================================================================================================== TBTC - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 24.64% Rounded target for matching: 25% Similar historical periods found: 8 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 8 62.5% 2.93% 6.18% 9.40% -1.68% 14.04% -1.95% 28.39% 14 days 8 75.0% 12.31% 14.27% 13.25% 3.19% 25.35% -4.52% 32.44% 30 days 8 75.0% 21.62% 19.30% 18.16% 4.12% 34.49% -6.91% 44.02% 90 days 8 87.5% 21.85% 22.25% 16.79% 8.21% 36.30% -1.26% 50.63% 180 days 8 87.5% 36.53% 39.28% 34.84% 10.16% 68.41% -19.66% 81.99% 365 days 6 66.7% 91.84% 59.53% 86.54% -31.29% 150.35% -57.26% 170.99% ======================================================================================================================== Chart 10: WAL-USD (R² = 0.9273)
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: $0.000088 ($0.000007,-92% - $0.000105,+20%) +30d (1m): $0.000021,-76.1% ($0.000005,-94% - $0.000082,-7%) +60d (2m): $0.000016,-81.5% ($0.000004,-95% - $0.000063,-28%) +90d (3m): $0.000013,-85.7% ($0.000003,-96% - $0.000049,-44%) +180d (6m): $0.000006,-93.4% ($0.000001,-98% - $0.000023,-74%) +365d (1y): $0.000001,-98.6% ($0.000000,-100% - $0.000005,-95%) +EOY (187d): $0.000005,-93.7% ($0.000001,-98% - $0.000021,-76%) End-of-year outlook: 📉 Bearish Trend (-93.7%) Confidence: 92.7% | Valuation: OVERVALUED 🎯 Historical pattern matches: 3 periods in chart (90d ROC≈48%) 📅 Days until EOY 2025: 187 days | EOY Target: $0.000005 (-93.7%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ⚠️ Insufficient historical data for forward returns analysis 💡 Need more historical data or try different ROC windows ======================================================================================================================== Chart 11: SYRUP-USD (R² = 0.9269)
📊 PRICE PROJECTIONS (Linear Regression - 90 days): Current: $0.593287 ($0.458007,-23% - $0.860280,+45%) +30d (1m): $1.19,+100.3% ($0.859723,+45% - $1.64,+177%) +60d (2m): $2.25,+279.4% ($1.61,+171% - $3.15,+431%) +90d (3m): $4.26,+618.4% ($2.99,+405% - $6.07,+922%) +180d (6m): $28.94,+4777.7% ($19.04,+3109% - $43.98,+7313%) +365d (1y): $1.5K,+250026.8% ($815.09,+137286% - $2.7K,+455283%) +EOY (187d): $33.59,+5561.3% ($21.97,+3603% - $51.35,+8555%) End-of-year outlook: 📈 Bullish Trend (+5561.3%) Confidence: 92.7% | Valuation: FAIR VALUE 📅 Days until EOY 2025: 187 days | EOY Target: $33.59 (+5561.3%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ⚠️ Insufficient historical data for forward returns analysis 💡 Need more historical data or try different ROC windows ======================================================================================================================== Chart 12: POL-USD (R² = 0.9109)
📊 PRICE PROJECTIONS (Linear Regression - 500 days): Current: $0.008241 ($0.006044,-27% - $0.009944,+21%) +30d (1m): $0.007129,-13.5% ($0.005557,-33% - $0.009145,+11%) +60d (2m): $0.006555,-20.5% ($0.005109,-38% - $0.008411,+2%) +90d (3m): $0.006028,-26.9% ($0.004697,-43% - $0.007736,-6%) +180d (6m): $0.004687,-43.1% ($0.003649,-56% - $0.006020,-27%) +365d (1y): $0.002794,-66.1% ($0.002170,-74% - $0.003597,-56%) +EOY (187d): $0.004596,-44.2% ($0.003578,-57% - $0.005904,-28%) End-of-year outlook: 📉 Bearish Trend (-44.2%) Confidence: 91.1% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 7 periods in chart (90d ROC≈-15%) 📅 Days until EOY 2025: 187 days | EOY Target: $0.004596 (-44.2%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== POL - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 2.24% Rounded target for matching: 2% Similar historical periods found: 19 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 19 36.8% -3.69% -2.62% 12.80% -8.79% 3.55% -20.88% 36.99% 14 days 19 36.8% -1.81% -0.82% 16.47% -8.76% 7.12% -26.39% 38.17% 30 days 19 47.4% -4.68% 7.87% 42.02% -12.38% 28.12% -49.27% 114.32% 90 days 19 26.3% -15.58% 138.66% 390.70% -49.65% 326.97% -68.11% 1069.77% 180 days 18 22.2% -52.87% 275.86% 712.38% -78.40% 630.11% -84.78% 1958.84% 365 days 12 33.3% -88.99% 188.43% 399.49% -65.39% 442.25% -91.45% 929.33% ======================================================================================================================== POL - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -14.99% Rounded target for matching: -15% Similar historical periods found: 14 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 14 50.0% -1.47% 4.01% 32.71% -14.88% 22.89% -22.96% 113.53% 14 days 14 50.0% -0.97% 7.37% 29.60% -9.72% 24.46% -27.20% 92.21% 30 days 14 50.0% 0.03% 25.00% 108.64% -37.73% 87.73% -49.27% 409.24% 90 days 13 7.7% -35.80% 29.04% 239.21% -115.51% 173.60% -62.18% 855.61% 180 days 12 8.3% -67.42% 41.03% 345.65% -178.58% 260.64% -84.78% 1185.82% 365 days 9 11.1% -86.31% -19.16% 180.00% -157.52% 119.21% -90.45% 489.19% ======================================================================================================================== Chart 13: GT-USD (R² = 0.8919)
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $15.94 ($15.05,-6% - $33.46,+110%) +30d (1m): $24.33,+52.6% ($16.32,+2% - $36.28,+128%) +60d (2m): $26.38,+65.5% ($17.69,+11% - $39.33,+147%) +90d (3m): $28.59,+79.4% ($19.17,+20% - $42.65,+168%) +180d (6m): $36.43,+128.6% ($24.41,+53% - $54.37,+241%) +365d (1y): $59.94,+276.1% ($40.12,+152% - $89.58,+462%) +EOY (187d): $37.12,+132.9% ($24.88,+56% - $55.40,+248%) End-of-year outlook: 📈 Bullish Trend (+132.9%) Confidence: 89.2% | Valuation: UNDERVALUED 📅 Days until EOY 2025: 187 days | EOY Target: $37.12 (+132.9%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== GT - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -23.24% Rounded target for matching: -23% Similar historical periods found: 7 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 7 42.9% -4.72% -1.87% 3.89% -5.47% 1.72% -5.58% 4.82% 14 days 7 28.6% -1.15% -3.89% 5.74% -9.20% 1.42% -13.69% 3.93% 30 days 7 71.4% 6.72% 9.50% 14.57% -3.97% 22.98% -8.71% 31.27% 90 days 7 71.4% 4.59% 18.11% 20.99% -1.30% 37.52% -3.07% 52.07% 180 days 7 85.7% 32.77% 47.27% 50.09% 0.95% 93.60% -26.27% 106.65% 365 days 7 100.0% 25.94% 56.37% 61.87% -0.86% 113.59% 7.86% 185.53% ======================================================================================================================== GT - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -30.16% Rounded target for matching: -30% Similar historical periods found: 8 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 8 87.5% 5.72% 5.42% 4.87% 1.36% 9.49% -5.83% 10.76% 14 days 8 87.5% 22.59% 18.30% 12.35% 7.97% 28.63% -7.19% 33.27% 30 days 8 75.0% 35.46% 26.93% 20.70% 9.62% 44.23% -5.05% 46.98% 90 days 8 100.0% 65.43% 58.71% 49.01% 17.73% 99.69% 3.83% 165.37% 180 days 8 75.0% 39.24% 127.02% 253.23% -84.68% 338.73% -5.45% 793.14% 365 days 8 87.5% 68.06% 415.50% 656.68% -133.49% 964.50% -5.14% 1729.88% ======================================================================================================================== Chart 14: LEO-USD (R² = 0.8902)
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $9.02 ($8.18,-9% - $12.91,+43%) +30d (1m): $10.76,+19.3% ($8.56,-5% - $13.51,+50%) +60d (2m): $11.26,+24.8% ($8.96,-1% - $14.14,+57%) +90d (3m): $11.79,+30.7% ($9.38,+4% - $14.81,+64%) +180d (6m): $13.52,+49.8% ($10.76,+19% - $16.98,+88%) +365d (1y): $17.91,+98.6% ($14.24,+58% - $22.53,+150%) +EOY (187d): $13.66,+51.5% ($10.87,+21% - $17.17,+90%) End-of-year outlook: 📈 Bullish Trend (+51.5%) Confidence: 89.0% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 10 periods in chart (90d ROC≈-7%) 📅 Days until EOY 2025: 187 days | EOY Target: $13.66 (+51.5%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== LEO - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -0.78% Rounded target for matching: -1% Similar historical periods found: 97 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 97 48.5% -0.04% 0.21% 3.98% -0.60% 1.01% -8.26% 13.23% 14 days 97 52.6% 0.35% 1.39% 7.80% -0.18% 2.96% -8.42% 43.22% 30 days 97 58.8% 1.26% 3.50% 14.32% 0.61% 6.39% -20.75% 72.49% 90 days 92 76.1% 6.92% 14.54% 22.87% 9.80% 19.28% -26.77% 77.46% 180 days 85 89.4% 49.50% 40.19% 35.54% 32.53% 47.86% -37.49% 100.09% 365 days 72 83.3% 74.55% 79.17% 64.31% 64.05% 94.28% -43.06% 187.76% ======================================================================================================================== LEO - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -6.98% Rounded target for matching: -7% Similar historical periods found: 24 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 24 54.2% 0.44% 0.27% 6.98% -2.68% 3.22% -14.63% 14.45% 14 days 24 54.2% 0.88% 1.14% 6.77% -1.72% 4.00% -17.29% 13.81% 30 days 24 58.3% 2.29% 2.52% 8.23% -0.96% 6.00% -15.39% 29.49% 90 days 20 50.0% 0.92% 8.27% 33.60% -7.46% 23.99% -24.28% 119.91% 180 days 20 60.0% 22.46% 20.24% 46.65% -1.59% 42.07% -36.59% 100.02% 365 days 19 57.9% 46.11% 23.05% 41.88% 2.87% 43.24% -35.82% 80.36% ======================================================================================================================== Chart 15: BGB-USD (R² = 0.8897)
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: $4.66 ($2.40,-48% - $9.37,+101%) +30d (1m): $5.25,+12.8% ($2.66,-43% - $10.38,+123%) +60d (2m): $5.82,+25.0% ($2.94,-37% - $11.50,+147%) +90d (3m): $6.44,+38.4% ($3.26,-30% - $12.74,+174%) +180d (6m): $8.76,+88.1% ($4.43,-5% - $17.32,+272%) +365d (1y): $16.45,+253.4% ($8.31,+78% - $32.58,+600%) +EOY (187d): $8.97,+92.7% ($4.53,-3% - $17.74,+281%) End-of-year outlook: 📈 Bullish Trend (+92.7%) Confidence: 89.0% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 8 periods in chart (90d ROC≈-3%) 📅 Days until EOY 2025: 187 days | EOY Target: $8.97 (+92.7%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== BGB - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -13.02% Rounded target for matching: -13% Similar historical periods found: 19 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 19 57.9% 3.14% -0.05% 13.98% -6.79% 6.69% -30.62% 26.25% 14 days 19 68.4% 4.10% 4.96% 17.85% -3.65% 13.56% -30.66% 38.30% 30 days 19 47.4% -3.55% -0.62% 20.15% -10.33% 9.09% -32.19% 70.05% 90 days 19 47.4% -3.24% 12.29% 40.28% -7.13% 31.70% -18.09% 128.09% 180 days 18 100.0% 25.64% 139.73% 184.37% 48.04% 231.41% 10.14% 499.09% 365 days 14 100.0% 205.11% 256.97% 92.52% 203.55% 310.39% 109.49% 397.47% ======================================================================================================================== BGB - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -3.33% Rounded target for matching: -3% Similar historical periods found: 12 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 12 58.3% 1.99% 0.99% 11.40% -6.25% 8.24% -26.12% 22.11% 14 days 12 58.3% 1.22% 0.17% 16.86% -10.54% 10.89% -30.66% 30.95% 30 days 12 66.7% 7.53% 14.06% 28.83% -4.26% 32.38% -17.59% 80.37% 90 days 11 81.8% 25.78% 86.09% 146.02% -12.00% 184.18% -7.46% 519.17% 180 days 11 100.0% 169.95% 212.35% 153.72% 109.09% 315.62% 17.36% 522.00% 365 days 8 100.0% 159.13% 155.64% 22.51% 136.82% 174.46% 116.47% 191.62% ======================================================================================================================== ======================================================================================================================== 🟢 TOP 15 CRYPTO INSTRUMENTS - UNDERVALUED OPPORTUNITIES ======================================================================================================================== Rank Symbol Under% R² Growth% Price Upside% Window ------------------------------------------------------------------------------------------------------------------------ 1 PENDLE-USD 71.6% 0.772398 438.1% $3.33 252.1% 1000d 2 IMX-USD 63.8% 0.801302 -100.0% $0.004143 176.3% 120 d 3 SOL-USD 53.9% 0.783140 203.8% $139.06 117.1% 1000d 4 FARTCOIN-USD 45.7% 0.719110 16399.8% $0.945979 84.2% 120 d 5 HYPE-USD 41.2% 0.831823 -97.1% $0.000005 70.2% 1000d 6 TKX-USD 38.1% 0.731508 472.3% $25.92 61.4% 365 d 7 XRP-USD 29.0% 0.715814 365.3% $2.11 40.8% 500 d 8 GT-USD 29.0% 0.891898 167.1% $15.94 40.8% 750 d 9 BNB-USD 24.7% 0.766015 90.2% $642.41 32.7% 750 d 10 QNT-USD 18.3% 0.762201 1160.8% $97.25 22.4% 90 d 11 XCN-USD 17.6% 0.945240 108.5% $0.001039 21.4% 1000d 12 KAIA-USD 13.4% 0.834843 1139192.4% $0.179161 15.5% 30 d 13 TBTC-USD 12.8% 0.932135 103.4% $102.8K 14.6% 1000d 14 LEO-USD 12.2% 0.890174 74.3% $9.02 13.9% 750 d 15 FTN-USD 12.1% 0.989139 135.4% $4.43 13.8% 750 d 📊 DISPLAYING ALL 15 UNDERVALUED CRYPTO OPPORTUNITY CHARTS: -------------------------------------------------------------------------------- Chart 1: PENDLE-USD (Undervalued by 71.6%)
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: $3.33 ($2.83,-15% - $48.57,+1357%) +30d (1m): $13.47,+304.3% ($3.25,-2% - $55.79,+1574%) +60d (2m): $15.47,+364.3% ($3.74,+12% - $64.08,+1823%) +90d (3m): $17.77,+433.1% ($4.29,+29% - $73.61,+2109%) +180d (6m): $26.91,+707.3% ($6.49,+95% - $111.57,+3248%) +365d (1y): $63.13,+1794.4% ($15.19,+356% - $262.43,+7775%) +EOY (187d): $27.79,+733.8% ($6.70,+101% - $115.24,+3358%) End-of-year outlook: 📈 Bullish Trend (+733.8%) Confidence: 77.2% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 5 periods in chart (90d ROC≈23%) 📅 Days until EOY 2025: 187 days | EOY Target: $27.79 (+733.8%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== PENDLE - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -27.00% Rounded target for matching: -27% Similar historical periods found: 9 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 9 44.4% -11.17% -1.75% 21.13% -17.99% 14.49% -26.00% 32.31% 14 days 9 44.4% -1.22% -3.04% 20.82% -19.04% 12.96% -34.27% 23.23% 30 days 9 22.2% -17.26% -12.56% 15.05% -24.13% -0.99% -28.89% 19.16% 90 days 9 66.7% 15.80% 34.84% 75.58% -23.26% 92.94% -60.91% 219.14% 180 days 7 42.9% -0.31% 117.68% 308.99% -168.08% 403.44% -75.22% 870.67% ======================================================================================================================== PENDLE - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 23.08% Rounded target for matching: 23% Similar historical periods found: 6 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 6 83.3% 4.70% 6.72% 12.58% -6.48% 19.92% -10.31% 31.72% 14 days 6 66.7% 6.71% 10.28% 18.92% -9.58% 30.14% -12.37% 45.11% 30 days 6 66.7% 4.63% -0.13% 16.13% -17.05% 16.80% -26.08% 19.25% 90 days 5 40.0% -19.32% 35.47% 82.38% -66.82% 137.75% -50.49% 157.89% 180 days 5 40.0% -24.95% 160.20% 251.24% -151.76% 472.16% -69.36% 502.17% 365 days 3 66.7% 415.45% 247.59% 239.29% -346.85% 842.03% -90.82% 418.13% ======================================================================================================================== Chart 2: IMX-USD (Undervalued by 63.8%)
📊 PRICE PROJECTIONS (Linear Regression - 120 days): Current: $0.004143 ($0.005406,+30% - $0.024248,+485%) +30d (1m): $0.005986,+44.5% ($0.002795,-33% - $0.012820,+209%) +60d (2m): $0.003130,-24.5% ($0.001439,-65% - $0.006807,+64%) +90d (3m): $0.001636,-60.5% ($0.000738,-82% - $0.003629,-12%) +180d (6m): $0.000234,-94.4% ($0.000097,-98% - $0.000561,-86%) +365d (1y): $0.000004,-99.9% ($0.000001,-100% - $0.000013,-100%) +EOY (187d): $0.000201,-95.1% ($0.000083,-98% - $0.000486,-88%) End-of-year outlook: 📉 Bearish Trend (-95.1%) Confidence: 80.1% | Valuation: UNDERVALUED 📅 Days until EOY 2025: 187 days | EOY Target: $0.000201 (-95.1%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ⚠️ Insufficient historical data for forward returns analysis 💡 Need more historical data or try different ROC windows ======================================================================================================================== Chart 3: SOL-USD (Undervalued by 53.9%)
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: $139.06 ($121.64,-13% - $749.60,+439%) +30d (1m): $330.83,+137.9% ($133.25,-4% - $821.42,+491%) +60d (2m): $362.47,+160.7% ($145.96,+5% - $900.13,+547%) +90d (3m): $397.13,+185.6% ($159.89,+15% - $986.39,+609%) +180d (6m): $522.30,+275.6% ($210.15,+51% - $1.3K,+833%) +365d (1y): $917.27,+559.6% ($368.50,+165% - $2.3K,+1542%) +EOY (187d): $533.55,+283.7% ($214.67,+54% - $1.3K,+854%) End-of-year outlook: 📈 Bullish Trend (+283.7%) Confidence: 78.3% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 13 periods in chart (90d ROC≈7%) 📅 Days until EOY 2025: 187 days | EOY Target: $533.55 (+283.7%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== SOL - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -21.35% Rounded target for matching: -21% Similar historical periods found: 26 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 26 53.8% 0.71% -1.46% 13.75% -7.01% 4.10% -33.10% 20.37% 14 days 26 46.2% -2.87% -2.57% 17.78% -9.75% 4.61% -33.92% 46.11% 30 days 26 73.1% 10.45% 14.10% 39.59% -1.89% 30.10% -45.76% 119.66% 90 days 26 65.4% 4.05% 118.25% 232.62% 24.29% 212.21% -58.57% 876.06% 180 days 25 60.0% 14.39% 379.84% 755.83% 67.85% 691.83% -76.47% 2656.61% 365 days 23 52.2% 10.37% 1762.92% 3735.05% 147.76% 3378.08% -91.01% 11931.88% ======================================================================================================================== SOL - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 7.45% Rounded target for matching: 7% Similar historical periods found: 17 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 17 29.4% -6.56% -1.96% 11.27% -7.75% 3.84% -13.50% 25.01% 14 days 17 35.3% -1.34% -1.90% 14.30% -9.26% 5.45% -37.51% 25.24% 30 days 17 17.6% -12.17% -10.18% 27.65% -24.40% 4.04% -52.61% 76.05% 90 days 17 70.6% 24.19% 45.61% 102.40% -7.04% 98.25% -59.50% 348.58% 180 days 17 64.7% 235.76% 182.77% 222.81% 68.21% 297.33% -79.55% 690.83% 365 days 14 71.4% 554.25% 397.37% 302.50% 222.71% 572.03% -94.28% 655.06% ======================================================================================================================== Chart 4: FARTCOIN-USD (Undervalued by 45.7%)
📊 PRICE PROJECTIONS (Linear Regression - 120 days): Current: $0.945979 ($0.947052,+0% - $3.20,+239%) +30d (1m): $2.65,+180.2% ($1.43,+51% - $4.92,+420%) +60d (2m): $4.03,+326.3% ($2.15,+127% - $7.58,+701%) +90d (3m): $6.14,+548.6% ($3.21,+240% - $11.72,+1139%) +180d (6m): $21.61,+2184.3% ($10.61,+1022% - $44.01,+4552%) +365d (1y): $287.45,+30286.5% ($116.69,+12235% - $708.11,+74755%) +EOY (187d): $23.83,+2419.3% ($11.63,+1130% - $48.83,+5062%) End-of-year outlook: 📈 Bullish Trend (+2419.3%) Confidence: 71.9% | Valuation: UNDERVALUED 📅 Days until EOY 2025: 187 days | EOY Target: $23.83 (+2419.3%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ⚠️ Insufficient historical data for forward returns analysis 💡 Need more historical data or try different ROC windows ======================================================================================================================== Chart 5: HYPE-USD (Undervalued by 41.2%)
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: $0.000005 ($0.000001,-86% - $0.000110,+1934%) +30d (1m): $0.000007,+27.1% ($0.000001,-89% - $0.000082,+1420%) +60d (2m): $0.000005,-5.0% ($0.000000,-92% - $0.000061,+1036%) +90d (3m): $0.000004,-29.1% ($0.000000,-94% - $0.000046,+749%) +180d (6m): $0.000002,-70.4% ($0.000000,-98% - $0.000019,+255%) +365d (1y): $0.000000,-95.1% ($0.000000,-100% - $0.000003,-41%) +EOY (187d): $0.000001,-72.4% ($0.000000,-98% - $0.000018,+231%) End-of-year outlook: 📉 Bearish Trend (-72.4%) Confidence: 83.2% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 19 periods in chart (90d ROC≈-84%) 📅 Days until EOY 2025: 187 days | EOY Target: $0.000001 (-72.4%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== HYPE - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -66.23% Rounded target for matching: -66% Similar historical periods found: 5 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 5 20.0% -7.14% -4.98% 7.41% -14.18% 4.22% -12.68% 7.14% 14 days 5 40.0% -6.87% 0.71% 19.70% -23.75% 25.18% -20.93% 35.71% 30 days 5 20.0% -5.09% -21.42% 35.52% -65.52% 22.68% -86.51% 14.29% 90 days 3 0.0% -75.17% -53.38% 32.26% -133.53% 26.76% -77.21% -7.77% 180 days 3 33.3% -67.91% 302.45% 537.31% -1032.30% 1637.21% -86.98% 1062.25% ======================================================================================================================== HYPE - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -84.11% Rounded target for matching: -84% Similar historical periods found: 28 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 28 28.6% -5.48% -9.59% 15.69% -15.68% -3.51% -38.49% 25.89% 14 days 28 21.4% -19.80% -17.57% 22.83% -26.43% -8.72% -50.35% 38.91% 30 days 28 25.0% -26.16% -26.32% 36.45% -40.45% -12.18% -76.91% 109.53% 90 days 28 39.3% -59.53% 333.50% 666.97% 74.87% 592.13% -95.60% 2131.91% 180 days 28 39.3% -88.76% 395.38% 790.96% 88.68% 702.08% -97.52% 2614.96% 365 days 26 3.8% -88.37% -80.14% 25.99% -90.64% -69.64% -99.22% 4.44% ======================================================================================================================== Chart 6: TKX-USD (Undervalued by 38.1%)
📊 PRICE PROJECTIONS (Linear Regression - 365 days): Current: $25.92 ($22.89,-12% - $76.50,+195%) +30d (1m): $48.30,+86.3% ($26.40,+2% - $88.37,+241%) +60d (2m): $55.75,+115.1% ($30.44,+17% - $102.10,+294%) +90d (3m): $64.34,+148.2% ($35.09,+35% - $117.97,+355%) +180d (6m): $98.92,+281.6% ($53.73,+107% - $182.14,+603%) +365d (1y): $239.51,+824.0% ($128.52,+396% - $446.37,+1622%) +EOY (187d): $102.29,+294.6% ($55.53,+114% - $188.41,+627%) End-of-year outlook: 📈 Bullish Trend (+294.6%) Confidence: 73.2% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 6 periods in chart (90d ROC≈-26%) 📅 Days until EOY 2025: 187 days | EOY Target: $102.29 (+294.6%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== TKX - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -20.29% Rounded target for matching: -20% Similar historical periods found: 22 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 22 40.9% -2.25% -2.28% 13.90% -8.44% 3.88% -32.18% 26.10% 14 days 22 40.9% -8.07% -6.93% 16.00% -14.03% 0.16% -39.02% 22.71% 30 days 22 36.4% -2.83% -5.41% 17.15% -13.01% 2.19% -36.43% 29.33% 90 days 22 59.1% 8.38% 8.57% 31.45% -5.37% 22.51% -37.35% 76.26% 180 days 22 63.6% 92.99% 64.78% 93.51% 23.32% 106.24% -60.27% 238.49% 365 days 19 31.6% -13.82% 10.53% 57.86% -17.35% 38.42% -29.11% 183.15% ======================================================================================================================== TKX - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -25.60% Rounded target for matching: -26% Similar historical periods found: 15 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 15 40.0% -0.84% 1.71% 9.12% -3.34% 6.76% -10.63% 17.88% 14 days 15 73.3% 2.75% 6.93% 10.32% 1.21% 12.64% -5.24% 32.16% 30 days 15 53.3% 5.03% 10.88% 18.32% 0.73% 21.02% -13.74% 48.36% 90 days 14 57.1% 18.29% 21.45% 46.63% -5.47% 48.37% -36.38% 109.42% 180 days 14 57.1% 38.13% 73.55% 105.23% 12.79% 134.30% -38.25% 224.78% 365 days 9 44.4% -4.50% 14.59% 57.44% -29.57% 58.74% -22.94% 172.85% ======================================================================================================================== Chart 7: XRP-USD (Undervalued by 29.0%)